Making a PDF’s Images Searchable for RAG, Without Paying to Read Them All
Towards Data Science
The article discusses a method to make images within PDFs searchable for Retrieval-Augmented Generation (RAG) without incurring high costs. It introduces 'image_df' as a tool to locate images, then selectively converts only relevant ones into searchable text to optimize expenses. This approach balances document intelligence with cost efficiency for enterprise use.
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